The field of Machine Learning has seen tremendous advancements in recent years, profoundly influencing not just research laboratories but also various facets of daily life. However, in Morocco, we face a different reality. We're many years behind in the race to develop Foundation Models from scratch due to resource constraints.

Yet, this talk isn't about dwelling on these challenges. On the contrary, it's about overcoming them. We'll explore a variety of tools and techniques designed to minimize the cost of launching transformative projects. Our discussion will include strategic system designs that can help you scale your product to serve millions of users across Morocco efficiently.